{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/masadcv/FastGeodis/blob/master/samples/simpledemo2d.ipynb)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "! pip install FastGeodis  wget -q"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "import FastGeodis\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import torch\n",
    "import wget\n",
    "from PIL import Image\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "brain.png\t     image3d_dis2.nii.gz  img2d.png\n",
      "brain_seg_noisy.png  image3d_dis3.nii.gz  img3d.nii.gz\n",
      "brain_seg.png\t     image3d_sub.nii.gz   ISIC_546.jpg\n"
     ]
    }
   ],
   "source": [
    "# read images from local path or download from github repo (for colab)\n",
    "image_path = \"../data/img2d.png\"\n",
    "\n",
    "if not os.path.exists(os.path.dirname(image_path)):\n",
    "    os.makedirs(os.path.dirname(image_path), exist_ok=True)\n",
    "\n",
    "url = \"https://raw.githubusercontent.com/masadcv/FastGeodis/master/data/\"\n",
    "wget.download(os.path.join(url, image_path), image_path) if not os.path.exists(image_path) else None\n",
    "\n",
    "! ls ../data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# FastGeodis Method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n",
    "image = np.asarray(Image.open(\"../data/img2d.png\"), np.float32)\n",
    "\n",
    "image_pt = torch.from_numpy(image).unsqueeze_(0).unsqueeze_(0)\n",
    "image_pt = image_pt.to(device)\n",
    "mask_pt = torch.ones_like(image_pt)\n",
    "mask_pt[..., 100, 100] = 0\n",
    "\n",
    "v = 1e10\n",
    "iterations = 2\n",
    "\n",
    "lamb = 1.0 # <-- Geodesic distance transform\n",
    "geodesic_dist = FastGeodis.generalised_geodesic2d(\n",
    "    image_pt, mask_pt, v, lamb, iterations\n",
    ")\n",
    "geodesic_dist = np.squeeze(geodesic_dist.cpu().numpy())\n",
    "\n",
    "lamb=0.0 # <-- Euclidean distance transform\n",
    "euclidean_dist = FastGeodis.generalised_geodesic2d(\n",
    "    image_pt, mask_pt, v, lamb, iterations\n",
    ")\n",
    "euclidean_dist = np.squeeze(euclidean_dist.cpu().numpy())\n",
    "\n",
    "plt.figure(figsize=(12, 4))\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.imshow(image)\n",
    "\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.imshow(geodesic_dist)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.imshow(euclidean_dist)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Toivanen's Raster Method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Toivanen's Raster Method\n",
    "\n",
    "# Toivanen's method only support CPU\n",
    "image_pt = image_pt.to('cpu')\n",
    "mask_pt = mask_pt.to('cpu')\n",
    "\n",
    "lamb = 1.0 # <-- Geodesic distance transform\n",
    "geodesic_dist_toivanen = FastGeodis.generalised_geodesic2d_toivanen(\n",
    "    image_pt, mask_pt, v, lamb, iterations\n",
    ")\n",
    "geodesic_dist_toivanen = np.squeeze(geodesic_dist_toivanen.cpu().numpy())\n",
    "\n",
    "lamb=0.0 # <-- Euclidean distance transform\n",
    "euclidean_dist_toivanen = FastGeodis.generalised_geodesic2d_toivanen(\n",
    "    image_pt, mask_pt, v, lamb, iterations\n",
    ")\n",
    "euclidean_dist_toivanen = np.squeeze(euclidean_dist_toivanen.cpu().numpy())\n",
    "\n",
    "plt.figure(figsize=(12, 4))\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.imshow(image)\n",
    "\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.imshow(geodesic_dist_toivanen)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.imshow(euclidean_dist_toivanen)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Fast Marching Method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Fast Marching Method\n",
    "\n",
    "# Fast Marching method only support CPU\n",
    "image_pt = image_pt.to(\"cpu\")\n",
    "mask_pt = mask_pt.to(\"cpu\")\n",
    "\n",
    "lamb = 1.0  # <-- Geodesic distance transform\n",
    "geodesic_dist_fastmarch = FastGeodis.geodesic2d_fastmarch(\n",
    "    image_pt, mask_pt, lamb\n",
    ")\n",
    "geodesic_dist_fastmarch = np.squeeze(geodesic_dist_fastmarch.cpu().numpy())\n",
    "\n",
    "lamb = 0.0  # <-- Euclidean distance transform\n",
    "euclidean_dist_fastmarch = FastGeodis.geodesic2d_fastmarch(\n",
    "    image_pt, mask_pt, lamb\n",
    ")\n",
    "euclidean_dist_fastmarch = np.squeeze(euclidean_dist_fastmarch.cpu().numpy())\n",
    "\n",
    "plt.figure(figsize=(12, 4))\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.imshow(image)\n",
    "\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.imshow(geodesic_dist_fastmarch)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.imshow(euclidean_dist_fastmarch)\n",
    "plt.plot(100, 100, \"mo\")\n",
    "\n",
    "plt.show()\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.8.10 ('fastgeodisvenv')",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "796db8c517b25effac7c084f23c884f510d5c7e41d293e07394ec75d8e9be8e7"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
